Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 53 |
| Missing cells | 30 |
| Missing cells (%) | 2.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.5 KiB |
| Average record size in memory | 202.4 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 19 |
CAR has a high cardinality: 53 distinct values | High cardinality |
Model has a high cardinality: 53 distinct values | High cardinality |
Price is highly overall correlated with Power and 19 other fields | High correlation |
Power is highly overall correlated with Price and 19 other fields | High correlation |
Torque is highly overall correlated with Price and 18 other fields | High correlation |
Battery is highly overall correlated with Price and 20 other fields | High correlation |
Range is highly overall correlated with Price and 15 other fields | High correlation |
Wheelbase is highly overall correlated with Price and 20 other fields | High correlation |
Length is highly overall correlated with Price and 21 other fields | High correlation |
Width is highly overall correlated with Price and 20 other fields | High correlation |
Height is highly overall correlated with Seats and 3 other fields | High correlation |
Weight is highly overall correlated with Price and 20 other fields | High correlation |
Permissible_weight is highly overall correlated with Price and 20 other fields | High correlation |
Capacity is highly overall correlated with Price and 16 other fields | High correlation |
Seats is highly overall correlated with Height and 3 other fields | High correlation |
Tire_size is highly overall correlated with Price and 17 other fields | High correlation |
Max_speed is highly overall correlated with Price and 17 other fields | High correlation |
Boot_capacity is highly overall correlated with Price and 18 other fields | High correlation |
Acceleration is highly overall correlated with Price and 18 other fields | High correlation |
DC is highly overall correlated with Price and 21 other fields | High correlation |
Energy_consumption is highly overall correlated with Price and 15 other fields | High correlation |
CAR is highly overall correlated with Price and 23 other fields | High correlation |
Make is highly overall correlated with Battery and 9 other fields | High correlation |
Model is highly overall correlated with Price and 23 other fields | High correlation |
Brakes is highly overall correlated with Battery and 10 other fields | High correlation |
Drive is highly overall correlated with Price and 18 other fields | High correlation |
Doors is highly overall correlated with Price and 10 other fields | High correlation |
Doors is highly imbalanced (61.3%) | Imbalance |
Brakes has 1 (1.9%) missing values | Missing |
Permissible_weight has 8 (15.1%) missing values | Missing |
Capacity has 8 (15.1%) missing values | Missing |
Boot_capacity has 1 (1.9%) missing values | Missing |
Acceleration has 3 (5.7%) missing values | Missing |
Energy_consumption has 9 (17.0%) missing values | Missing |
CAR is uniformly distributed | Uniform |
Model is uniformly distributed | Uniform |
CAR has unique values | Unique |
Model has unique values | Unique |
Reproduction
| Analysis started | 2023-10-25 00:59:04.139033 |
|---|---|
| Analysis finished | 2023-10-25 00:59:37.819386 |
| Duration | 33.68 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
CAR
Categorical
HIGH CARDINALITY HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 53 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 552.0 B |
| Audi e-tron 55 quattro | 1 |
|---|---|
| Opel Mokka-e | 1 |
| Peugeot e-2008 | 1 |
| Porsche Taycan 4S (Performance) | 1 |
| Porsche Taycan 4S (Performance Plus) | 1 |
| Other values (48) |
Length
| Max length | 36 |
|---|---|
| Median length | 24 |
| Mean length | 19.90566 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1055 |
|---|---|
| Distinct characters | 64 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 53 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Audi e-tron 55 quattro |
|---|---|
| 2nd row | Audi e-tron 50 quattro |
| 3rd row | Audi e-tron S quattro |
| 4th row | Audi e-tron Sportback 50 quattro |
| 5th row | Audi e-tron Sportback 55 quattro |
Common Values
| Value | Count | Frequency (%) |
| Audi e-tron 55 quattro | 1 | 1.9% |
| Opel Mokka-e | 1 | 1.9% |
| Peugeot e-2008 | 1 | 1.9% |
| Porsche Taycan 4S (Performance) | 1 | 1.9% |
| Porsche Taycan 4S (Performance Plus) | 1 | 1.9% |
| Porsche Taycan Turbo | 1 | 1.9% |
| Porsche Taycan Turbo S | 1 | 1.9% |
| Renault Zoe R110 | 1 | 1.9% |
| Renault Zoe R135 | 1 | 1.9% |
| Skoda Citigo-e iV | 1 | 1.9% |
| Other values (43) | 43 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| model | 7 | 4.0% |
| tesla | 7 | 4.0% |
| e-tron | 6 | 3.4% |
| s | 6 | 3.4% |
| audi | 6 | 3.4% |
| performance | 6 | 3.4% |
| quattro | 6 | 3.4% |
| kia | 4 | 2.3% |
| porsche | 4 | 2.3% |
| taycan | 4 | 2.3% |
| Other values (71) | 121 |
Most occurring characters
| Value | Count | Frequency (%) |
| 124 | 11.8% | |
| e | 93 | 8.8% |
| a | 73 | 6.9% |
| o | 71 | 6.7% |
| r | 56 | 5.3% |
| n | 49 | 4.6% |
| t | 38 | 3.6% |
| l | 33 | 3.1% |
| i | 33 | 3.1% |
| s | 33 | 3.1% |
| Other values (54) | 452 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 664 | |
| Uppercase Letter | 168 | 15.9% |
| Space Separator | 124 | 11.8% |
| Decimal Number | 55 | 5.2% |
| Dash Punctuation | 24 | 2.3% |
| Other Punctuation | 7 | 0.7% |
| Initial Punctuation | 4 | 0.4% |
| Open Punctuation | 4 | 0.4% |
| Close Punctuation | 4 | 0.4% |
| Math Symbol | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 93 | |
| a | 73 | |
| o | 71 | |
| r | 56 | 8.4% |
| n | 49 | 7.4% |
| t | 38 | 5.7% |
| l | 33 | 5.0% |
| i | 33 | 5.0% |
| s | 33 | 5.0% |
| u | 31 | 4.7% |
| Other values (14) | 154 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 21 | 12.5% |
| P | 19 | 11.3% |
| M | 17 | 10.1% |
| T | 13 | 7.7% |
| W | 9 | 5.4% |
| R | 8 | 4.8% |
| C | 8 | 4.8% |
| V | 7 | 4.2% |
| A | 7 | 4.2% |
| K | 6 | 3.6% |
| Other values (13) | 53 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 14 | |
| 0 | 9 | |
| 4 | 7 | |
| 5 | 7 | |
| 2 | 6 | |
| 1 | 4 | 7.3% |
| 9 | 3 | 5.5% |
| 6 | 3 | 5.5% |
| 8 | 2 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6 | |
| ! | 1 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 124 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 24 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 4 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 832 | |
| Common | 223 | 21.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 93 | 11.2% |
| a | 73 | 8.8% |
| o | 71 | 8.5% |
| r | 56 | 6.7% |
| n | 49 | 5.9% |
| t | 38 | 4.6% |
| l | 33 | 4.0% |
| i | 33 | 4.0% |
| s | 33 | 4.0% |
| u | 31 | 3.7% |
| Other values (37) | 322 |
Common
| Value | Count | Frequency (%) |
| 124 | ||
| - | 24 | 10.8% |
| 3 | 14 | 6.3% |
| 0 | 9 | 4.0% |
| 4 | 7 | 3.1% |
| 5 | 7 | 3.1% |
| . | 6 | 2.7% |
| 2 | 6 | 2.7% |
| « | 4 | 1.8% |
| ( | 4 | 1.8% |
| Other values (7) | 18 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1047 | |
| None | 8 | 0.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 124 | 11.8% | |
| e | 93 | 8.9% |
| a | 73 | 7.0% |
| o | 71 | 6.8% |
| r | 56 | 5.3% |
| n | 49 | 4.7% |
| t | 38 | 3.6% |
| l | 33 | 3.2% |
| i | 33 | 3.2% |
| s | 33 | 3.2% |
| Other values (52) | 444 |
None
| Value | Count | Frequency (%) |
| Ã | 4 | |
| « | 4 |
Make
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 37.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 552.0 B |
| Tesla | |
|---|---|
| Audi | |
| Kia | |
| Porsche | |
| Volkswagen | |
| Other values (15) |
Length
| Max length | 13 |
|---|---|
| Median length | 8 |
| Mean length | 5.7924528 |
| Min length | 2 |
Characters and Unicode
| Total characters | 307 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 9.4% |
Sample
| 1st row | Audi |
|---|---|
| 2nd row | Audi |
| 3rd row | Audi |
| 4th row | Audi |
| 5th row | Audi |
Common Values
| Value | Count | Frequency (%) |
| Tesla | 7 | |
| Audi | 6 | 11.3% |
| Kia | 4 | 7.5% |
| Porsche | 4 | 7.5% |
| Volkswagen | 4 | 7.5% |
| Hyundai | 3 | 5.7% |
| BMW | 3 | 5.7% |
| Nissan | 3 | 5.7% |
| Honda | 2 | 3.8% |
| Mercedes-Benz | 2 | 3.8% |
| Other values (10) | 15 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| tesla | 7 | |
| audi | 6 | 11.3% |
| kia | 4 | 7.5% |
| porsche | 4 | 7.5% |
| volkswagen | 4 | 7.5% |
| hyundai | 3 | 5.7% |
| bmw | 3 | 5.7% |
| nissan | 3 | 5.7% |
| renault | 2 | 3.8% |
| citroã«n | 2 | 3.8% |
| Other values (10) | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 32 | 10.4% |
| e | 31 | 10.1% |
| s | 23 | 7.5% |
| i | 20 | 6.5% |
| n | 19 | 6.2% |
| l | 15 | 4.9% |
| d | 15 | 4.9% |
| o | 15 | 4.9% |
| u | 14 | 4.6% |
| r | 11 | 3.6% |
| Other values (29) | 112 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 239 | |
| Uppercase Letter | 64 | 20.8% |
| Initial Punctuation | 2 | 0.7% |
| Dash Punctuation | 2 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 32 | |
| e | 31 | |
| s | 23 | |
| i | 20 | |
| n | 19 | |
| l | 15 | 6.3% |
| d | 15 | 6.3% |
| o | 15 | 6.3% |
| u | 14 | 5.9% |
| r | 11 | 4.6% |
| Other values (10) | 44 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 7 | |
| T | 7 | |
| A | 6 | |
| P | 6 | |
| B | 5 | 7.8% |
| H | 5 | 7.8% |
| V | 4 | 6.2% |
| K | 4 | 6.2% |
| S | 4 | 6.2% |
| W | 3 | 4.7% |
| Other values (7) | 13 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 303 | |
| Common | 4 | 1.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 32 | 10.6% |
| e | 31 | 10.2% |
| s | 23 | 7.6% |
| i | 20 | 6.6% |
| n | 19 | 6.3% |
| l | 15 | 5.0% |
| d | 15 | 5.0% |
| o | 15 | 5.0% |
| u | 14 | 4.6% |
| r | 11 | 3.6% |
| Other values (27) | 108 |
Common
| Value | Count | Frequency (%) |
| « | 2 | |
| - | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 303 | |
| None | 4 | 1.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 32 | 10.6% |
| e | 31 | 10.2% |
| s | 23 | 7.6% |
| i | 20 | 6.6% |
| n | 19 | 6.3% |
| l | 15 | 5.0% |
| d | 15 | 5.0% |
| o | 15 | 5.0% |
| u | 14 | 4.6% |
| r | 11 | 3.6% |
| Other values (27) | 108 |
None
| Value | Count | Frequency (%) |
| « | 2 | |
| Ã | 2 |
Model
Categorical
HIGH CARDINALITY HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 53 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 552.0 B |
| e-tron 55 quattro | 1 |
|---|---|
| Mokka-e | 1 |
| e-2008 | 1 |
| Taycan 4S (Performance) | 1 |
| Taycan 4S (Performance Plus) | 1 |
| Other values (48) |
Length
| Max length | 28 |
|---|---|
| Median length | 18 |
| Mean length | 13.113208 |
| Min length | 1 |
Characters and Unicode
| Total characters | 695 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 53 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | e-tron 55 quattro |
|---|---|
| 2nd row | e-tron 50 quattro |
| 3rd row | e-tron S quattro |
| 4th row | e-tron Sportback 50 quattro |
| 5th row | e-tron Sportback 55 quattro |
Common Values
| Value | Count | Frequency (%) |
| e-tron 55 quattro | 1 | 1.9% |
| Mokka-e | 1 | 1.9% |
| e-2008 | 1 | 1.9% |
| Taycan 4S (Performance) | 1 | 1.9% |
| Taycan 4S (Performance Plus) | 1 | 1.9% |
| Taycan Turbo | 1 | 1.9% |
| Taycan Turbo S | 1 | 1.9% |
| Zoe R110 | 1 | 1.9% |
| Zoe R135 | 1 | 1.9% |
| Citigo-e iV | 1 | 1.9% |
| Other values (43) | 43 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| model | 7 | 5.6% |
| e-tron | 6 | 4.8% |
| quattro | 6 | 4.8% |
| performance | 6 | 4.8% |
| s | 6 | 4.8% |
| taycan | 4 | 3.2% |
| plus | 4 | 3.2% |
| long | 4 | 3.2% |
| range | 4 | 3.2% |
| sportback | 3 | 2.4% |
| Other values (51) | 74 |
Most occurring characters
| Value | Count | Frequency (%) |
| 71 | 10.2% | |
| e | 62 | 8.9% |
| o | 56 | 8.1% |
| r | 45 | 6.5% |
| a | 41 | 5.9% |
| t | 30 | 4.3% |
| n | 30 | 4.3% |
| c | 23 | 3.3% |
| - | 22 | 3.2% |
| l | 18 | 2.6% |
| Other values (49) | 297 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 425 | |
| Uppercase Letter | 104 | 15.0% |
| Space Separator | 71 | 10.2% |
| Decimal Number | 55 | 7.9% |
| Dash Punctuation | 22 | 3.2% |
| Other Punctuation | 7 | 1.0% |
| Close Punctuation | 4 | 0.6% |
| Open Punctuation | 4 | 0.6% |
| Initial Punctuation | 2 | 0.3% |
| Math Symbol | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 62 | |
| o | 56 | |
| r | 45 | |
| a | 41 | |
| t | 30 | 7.1% |
| n | 30 | 7.1% |
| c | 23 | 5.4% |
| l | 18 | 4.2% |
| u | 17 | 4.0% |
| i | 13 | 3.1% |
| Other values (13) | 90 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 17 | |
| P | 13 | |
| M | 10 | 9.6% |
| R | 6 | 5.8% |
| W | 6 | 5.8% |
| C | 6 | 5.8% |
| T | 6 | 5.8% |
| L | 5 | 4.8% |
| I | 5 | 4.8% |
| E | 5 | 4.8% |
| Other values (9) | 25 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 14 | |
| 0 | 9 | |
| 4 | 7 | |
| 5 | 7 | |
| 2 | 6 | |
| 1 | 4 | 7.3% |
| 9 | 3 | 5.5% |
| 6 | 3 | 5.5% |
| 8 | 2 | 3.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 6 | |
| ! | 1 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 71 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 22 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Initial Punctuation
| Value | Count | Frequency (%) |
| « | 2 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 529 | |
| Common | 166 | 23.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 62 | 11.7% |
| o | 56 | 10.6% |
| r | 45 | 8.5% |
| a | 41 | 7.8% |
| t | 30 | 5.7% |
| n | 30 | 5.7% |
| c | 23 | 4.3% |
| l | 18 | 3.4% |
| u | 17 | 3.2% |
| S | 17 | 3.2% |
| Other values (32) | 190 |
Common
| Value | Count | Frequency (%) |
| 71 | ||
| - | 22 | 13.3% |
| 3 | 14 | 8.4% |
| 0 | 9 | 5.4% |
| 4 | 7 | 4.2% |
| 5 | 7 | 4.2% |
| 2 | 6 | 3.6% |
| . | 6 | 3.6% |
| 1 | 4 | 2.4% |
| ) | 4 | 2.4% |
| Other values (7) | 16 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 691 | |
| None | 4 | 0.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 71 | 10.3% | |
| e | 62 | 9.0% |
| o | 56 | 8.1% |
| r | 45 | 6.5% |
| a | 41 | 5.9% |
| t | 30 | 4.3% |
| n | 30 | 4.3% |
| c | 23 | 3.3% |
| - | 22 | 3.2% |
| l | 18 | 2.6% |
| Other values (47) | 293 |
None
| Value | Count | Frequency (%) |
| Ã | 2 | |
| « | 2 |
Price
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 94.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 246158.51 |
| Minimum | 82050 |
|---|---|
| Maximum | 794000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 82050 |
|---|---|
| 5-th percentile | 98536 |
| Q1 | 142900 |
| median | 178400 |
| Q3 | 339480 |
| 95-th percentile | 482565.8 |
| Maximum | 794000 |
| Range | 711950 |
| Interquartile range (IQR) | 196580 |
Descriptive statistics
| Standard deviation | 149187.49 |
|---|---|
| Coefficient of variation (CV) | 0.60606268 |
| Kurtosis | 2.7088429 |
| Mean | 246158.51 |
| Median Absolute Deviation (MAD) | 53400 |
| Skewness | 1.567053 |
| Sum | 13046401 |
| Variance | 2.2256906 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 139900 | 3 | 5.7% |
| 142900 | 2 | 3.8% |
| 345700 | 1 | 1.9% |
| 124900 | 1 | 1.9% |
| 457000 | 1 | 1.9% |
| 482283 | 1 | 1.9% |
| 653000 | 1 | 1.9% |
| 794000 | 1 | 1.9% |
| 135900 | 1 | 1.9% |
| 82050 | 1 | 1.9% |
| Other values (40) | 40 |
| Value | Count | Frequency (%) |
| 82050 | 1 | 1.9% |
| 96900 | 1 | 1.9% |
| 97990 | 1 | 1.9% |
| 98900 | 1 | 1.9% |
| 122900 | 1 | 1.9% |
| 124900 | 1 | 1.9% |
| 125000 | 1 | 1.9% |
| 128900 | 1 | 1.9% |
| 135900 | 1 | 1.9% |
| 139900 | 3 |
| Value | Count | Frequency (%) |
| 794000 | 1 | |
| 653000 | 1 | |
| 482990 | 1 | |
| 482283 | 1 | |
| 457000 | 1 | |
| 443990 | 1 | |
| 426200 | 1 | |
| 414900 | 1 | |
| 407990 | 1 | |
| 368990 | 1 |
Power
Real number (ℝ)
| Distinct | 27 |
|---|---|
| Distinct (%) | 50.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 269.77358 |
| Minimum | 82 |
|---|---|
| Maximum | 772 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 82 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 136 |
| median | 204 |
| Q3 | 372 |
| 95-th percentile | 625 |
| Maximum | 772 |
| Range | 690 |
| Interquartile range (IQR) | 236 |
Descriptive statistics
| Standard deviation | 181.29859 |
|---|---|
| Coefficient of variation (CV) | 0.67203981 |
| Kurtosis | 0.63186188 |
| Mean | 269.77358 |
| Median Absolute Deviation (MAD) | 69 |
| Skewness | 1.2013562 |
| Sum | 14298 |
| Variance | 32869.179 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 136 | 12 | |
| 204 | 7 | 13.2% |
| 360 | 2 | 3.8% |
| 625 | 2 | 3.8% |
| 503 | 2 | 3.8% |
| 772 | 2 | 3.8% |
| 184 | 2 | 3.8% |
| 525 | 2 | 3.8% |
| 82 | 2 | 3.8% |
| 83 | 2 | 3.8% |
| Other values (17) | 18 |
| Value | Count | Frequency (%) |
| 82 | 2 | 3.8% |
| 83 | 2 | 3.8% |
| 108 | 1 | 1.9% |
| 109 | 1 | 1.9% |
| 135 | 1 | 1.9% |
| 136 | 12 | |
| 145 | 1 | 1.9% |
| 150 | 1 | 1.9% |
| 154 | 1 | 1.9% |
| 170 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 772 | 2 | |
| 625 | 2 | |
| 525 | 2 | |
| 503 | 2 | |
| 490 | 1 | |
| 480 | 1 | |
| 435 | 1 | |
| 408 | 1 | |
| 400 | 1 | |
| 372 | 1 |
Torque
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 58.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 460.03774 |
| Minimum | 160 |
|---|---|
| Maximum | 1140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 160 |
|---|---|
| 5-th percentile | 211.2 |
| Q1 | 260 |
| median | 362 |
| Q3 | 640 |
| 95-th percentile | 1003.8 |
| Maximum | 1140 |
| Range | 980 |
| Interquartile range (IQR) | 380 |
Descriptive statistics
| Standard deviation | 261.647 |
|---|---|
| Coefficient of variation (CV) | 0.56875117 |
| Kurtosis | 0.48215372 |
| Mean | 460.03774 |
| Median Absolute Deviation (MAD) | 102 |
| Skewness | 1.1836086 |
| Sum | 24382 |
| Variance | 68459.152 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 260 | 7 | 13.2% |
| 395 | 6 | 11.3% |
| 270 | 3 | 5.7% |
| 310 | 3 | 5.7% |
| 1140 | 2 | 3.8% |
| 160 | 2 | 3.8% |
| 540 | 2 | 3.8% |
| 755 | 2 | 3.8% |
| 664 | 2 | 3.8% |
| 315 | 2 | 3.8% |
| Other values (21) | 22 |
| Value | Count | Frequency (%) |
| 160 | 2 | 3.8% |
| 210 | 1 | 1.9% |
| 212 | 1 | 1.9% |
| 225 | 1 | 1.9% |
| 245 | 1 | 1.9% |
| 250 | 1 | 1.9% |
| 254 | 1 | 1.9% |
| 260 | 7 | |
| 270 | 3 | |
| 295 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 1140 | 2 | |
| 1050 | 1 | |
| 973 | 2 | |
| 850 | 1 | |
| 760 | 1 | |
| 755 | 2 | |
| 696 | 1 | |
| 664 | 2 | |
| 650 | 1 | |
| 640 | 1 |
Brakes
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 1 |
| Missing (%) | 1.9% |
| Memory size | 552.0 B |
| disc (front + rear) | |
|---|---|
| disc (front) + drum (rear) |
Length
| Max length | 26 |
|---|---|
| Median length | 19 |
| Mean length | 19.942308 |
| Min length | 19 |
Characters and Unicode
| Total characters | 1037 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | disc (front + rear) |
|---|---|
| 2nd row | disc (front + rear) |
| 3rd row | disc (front + rear) |
| 4th row | disc (front + rear) |
| 5th row | disc (front + rear) |
Common Values
| Value | Count | Frequency (%) |
| disc (front + rear) | 45 | |
| disc (front) + drum (rear) | 7 | 13.2% |
| (Missing) | 1 | 1.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| disc | 52 | |
| front | 52 | |
| 52 | ||
| rear | 52 | |
| drum | 7 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 163 | ||
| r | 163 | |
| d | 59 | 5.7% |
| ) | 59 | 5.7% |
| ( | 59 | 5.7% |
| t | 52 | 5.0% |
| a | 52 | 5.0% |
| e | 52 | 5.0% |
| + | 52 | 5.0% |
| o | 52 | 5.0% |
| Other values (7) | 274 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 704 | |
| Space Separator | 163 | 15.7% |
| Close Punctuation | 59 | 5.7% |
| Open Punctuation | 59 | 5.7% |
| Math Symbol | 52 | 5.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 163 | |
| d | 59 | 8.4% |
| t | 52 | 7.4% |
| a | 52 | 7.4% |
| e | 52 | 7.4% |
| o | 52 | 7.4% |
| n | 52 | 7.4% |
| i | 52 | 7.4% |
| f | 52 | 7.4% |
| c | 52 | 7.4% |
| Other values (3) | 66 |
Space Separator
| Value | Count | Frequency (%) |
| 163 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 59 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 59 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 52 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 704 | |
| Common | 333 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 163 | |
| d | 59 | 8.4% |
| t | 52 | 7.4% |
| a | 52 | 7.4% |
| e | 52 | 7.4% |
| o | 52 | 7.4% |
| n | 52 | 7.4% |
| i | 52 | 7.4% |
| f | 52 | 7.4% |
| c | 52 | 7.4% |
| Other values (3) | 66 |
Common
| Value | Count | Frequency (%) |
| 163 | ||
| ) | 59 | 17.7% |
| ( | 59 | 17.7% |
| + | 52 | 15.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1037 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 163 | ||
| r | 163 | |
| d | 59 | 5.7% |
| ) | 59 | 5.7% |
| ( | 59 | 5.7% |
| t | 52 | 5.0% |
| a | 52 | 5.0% |
| e | 52 | 5.0% |
| + | 52 | 5.0% |
| o | 52 | 5.0% |
| Other values (7) | 274 |
Drive
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 552.0 B |
| 2WD (front) | |
|---|---|
| 4WD | |
| 2WD (rear) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 8.0754717 |
| Min length | 3 |
Characters and Unicode
| Total characters | 428 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4WD |
|---|---|
| 2nd row | 4WD |
| 3rd row | 4WD |
| 4th row | 4WD |
| 5th row | 4WD |
Common Values
| Value | Count | Frequency (%) |
| 2WD (front) | 24 | |
| 4WD | 18 | |
| 2WD (rear) | 11 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2wd | 35 | |
| front | 24 | |
| 4wd | 18 | |
| rear | 11 | 12.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| W | 53 | |
| D | 53 | |
| r | 46 | |
| 2 | 35 | |
| 35 | ||
| ( | 35 | |
| ) | 35 | |
| f | 24 | 5.6% |
| o | 24 | 5.6% |
| n | 24 | 5.6% |
| Other values (4) | 64 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 164 | |
| Uppercase Letter | 106 | |
| Decimal Number | 53 | 12.4% |
| Space Separator | 35 | 8.2% |
| Open Punctuation | 35 | 8.2% |
| Close Punctuation | 35 | 8.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 46 | |
| f | 24 | |
| o | 24 | |
| n | 24 | |
| t | 24 | |
| e | 11 | 6.7% |
| a | 11 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 53 | |
| D | 53 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 35 | |
| 4 | 18 |
Space Separator
| Value | Count | Frequency (%) |
| 35 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 35 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 35 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 270 | |
| Common | 158 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| W | 53 | |
| D | 53 | |
| r | 46 | |
| f | 24 | |
| o | 24 | |
| n | 24 | |
| t | 24 | |
| e | 11 | 4.1% |
| a | 11 | 4.1% |
Common
| Value | Count | Frequency (%) |
| 2 | 35 | |
| 35 | ||
| ( | 35 | |
| ) | 35 | |
| 4 | 18 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 428 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| W | 53 | |
| D | 53 | |
| r | 46 | |
| 2 | 35 | |
| 35 | ||
| ( | 35 | |
| ) | 35 | |
| f | 24 | 5.6% |
| o | 24 | 5.6% |
| n | 24 | 5.6% |
| Other values (4) | 64 |
Battery
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62.366038 |
| Minimum | 17.6 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 17.6 |
|---|---|
| 5-th percentile | 30.94 |
| Q1 | 40 |
| median | 58 |
| Q3 | 80 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 82.4 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 24.170913 |
|---|---|
| Coefficient of variation (CV) | 0.38756532 |
| Kurtosis | -1.2048839 |
| Mean | 62.366038 |
| Median Absolute Deviation (MAD) | 19 |
| Skewness | 0.12216038 |
| Sum | 3305.4 |
| Variance | 584.23306 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 50 | 7 | 13.2% |
| 95 | 4 | 7.5% |
| 100 | 4 | 7.5% |
| 35.5 | 3 | 5.7% |
| 39.2 | 3 | 5.7% |
| 64 | 3 | 5.7% |
| 93.4 | 3 | 5.7% |
| 71 | 2 | 3.8% |
| 75 | 2 | 3.8% |
| 17.6 | 2 | 3.8% |
| Other values (14) | 20 |
| Value | Count | Frequency (%) |
| 17.6 | 2 | 3.8% |
| 28.9 | 1 | 1.9% |
| 32.3 | 1 | 1.9% |
| 35.5 | 3 | |
| 36.8 | 1 | 1.9% |
| 38.3 | 1 | 1.9% |
| 39.2 | 3 | |
| 40 | 2 | 3.8% |
| 42.2 | 2 | 3.8% |
| 50 | 7 |
| Value | Count | Frequency (%) |
| 100 | 4 | |
| 95 | 4 | |
| 93.4 | 3 | |
| 90 | 2 | |
| 80 | 2 | |
| 79.2 | 1 | 1.9% |
| 77 | 2 | |
| 75 | 2 | |
| 71 | 2 | |
| 64 | 3 |
Range
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | 88.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 376.90566 |
| Minimum | 148 |
|---|---|
| Maximum | 652 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 148 |
|---|---|
| 5-th percentile | 200 |
| Q1 | 289 |
| median | 364 |
| Q3 | 450 |
| 95-th percentile | 572.2 |
| Maximum | 652 |
| Range | 504 |
| Interquartile range (IQR) | 161 |
Descriptive statistics
| Standard deviation | 118.81794 |
|---|---|
| Coefficient of variation (CV) | 0.31524583 |
| Kurtosis | -0.26508654 |
| Mean | 376.90566 |
| Median Absolute Deviation (MAD) | 85 |
| Skewness | 0.25390095 |
| Sum | 19976 |
| Variance | 14117.702 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 289 | 2 | 3.8% |
| 340 | 2 | 3.8% |
| 395 | 2 | 3.8% |
| 200 | 2 | 3.8% |
| 320 | 2 | 3.8% |
| 222 | 2 | 3.8% |
| 567 | 1 | 1.9% |
| 450 | 1 | 1.9% |
| 412 | 1 | 1.9% |
| 260 | 1 | 1.9% |
| Other values (37) | 37 |
| Value | Count | Frequency (%) |
| 148 | 1 | |
| 154 | 1 | |
| 200 | 2 | |
| 222 | 2 | |
| 230 | 1 | |
| 234 | 1 | |
| 258 | 1 | |
| 260 | 1 | |
| 270 | 1 | |
| 276 | 1 |
| Value | Count | Frequency (%) |
| 652 | 1 | |
| 639 | 1 | |
| 580 | 1 | |
| 567 | 1 | |
| 561 | 1 | |
| 549 | 1 | |
| 548 | 1 | |
| 500 | 1 | |
| 470 | 1 | |
| 463 | 1 |
Wheelbase
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 54.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 273.58113 |
| Minimum | 187.3 |
|---|---|
| Maximum | 327.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 187.3 |
|---|---|
| 5-th percentile | 246.52 |
| Q1 | 258.8 |
| median | 270 |
| Q3 | 290 |
| 95-th percentile | 297.5 |
| Maximum | 327.5 |
| Range | 140.2 |
| Interquartile range (IQR) | 31.2 |
Descriptive statistics
| Standard deviation | 22.740518 |
|---|---|
| Coefficient of variation (CV) | 0.083121662 |
| Kurtosis | 2.8860615 |
| Mean | 273.58113 |
| Median Absolute Deviation (MAD) | 16.4 |
| Skewness | -0.69901808 |
| Sum | 14499.8 |
| Variance | 517.13118 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 292.8 | 6 | 11.3% |
| 270 | 5 | 9.4% |
| 290 | 4 | 7.5% |
| 260 | 4 | 7.5% |
| 287.5 | 3 | 5.7% |
| 253.8 | 3 | 5.7% |
| 296.5 | 2 | 3.8% |
| 257 | 2 | 3.8% |
| 296 | 2 | 3.8% |
| 277 | 2 | 3.8% |
| Other values (19) | 20 |
| Value | Count | Frequency (%) |
| 187.3 | 1 | 1.9% |
| 241.7 | 1 | 1.9% |
| 242.2 | 1 | 1.9% |
| 249.4 | 1 | 1.9% |
| 249.5 | 1 | 1.9% |
| 253.8 | 3 | |
| 254 | 1 | 1.9% |
| 255.8 | 1 | 1.9% |
| 256.1 | 1 | 1.9% |
| 257 | 2 |
| Value | Count | Frequency (%) |
| 327.5 | 1 | 1.9% |
| 320 | 1 | 1.9% |
| 299 | 1 | 1.9% |
| 296.5 | 2 | 3.8% |
| 296 | 2 | 3.8% |
| 292.8 | 6 | |
| 290 | 4 | |
| 287.5 | 3 | |
| 287.3 | 1 | 1.9% |
| 286.4 | 1 | 1.9% |
Length
Real number (ℝ)
| Distinct | 34 |
|---|---|
| Distinct (%) | 64.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.50943 |
| Minimum | 269.5 |
|---|---|
| Maximum | 514 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 269.5 |
|---|---|
| 5-th percentile | 359.88 |
| Q1 | 411.8 |
| median | 447 |
| Q3 | 490.1 |
| 95-th percentile | 500.22 |
| Maximum | 514 |
| Range | 244.5 |
| Interquartile range (IQR) | 78.3 |
Descriptive statistics
| Standard deviation | 48.86328 |
|---|---|
| Coefficient of variation (CV) | 0.11042314 |
| Kurtosis | 1.5455539 |
| Mean | 442.50943 |
| Median Absolute Deviation (MAD) | 38.5 |
| Skewness | -0.93540243 |
| Sum | 23453 |
| Variance | 2387.6201 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 490.1 | 4 | 7.5% |
| 496.3 | 4 | 7.5% |
| 469 | 3 | 5.7% |
| 400.6 | 2 | 3.8% |
| 408.5 | 2 | 3.8% |
| 490.2 | 2 | 3.8% |
| 449 | 2 | 3.8% |
| 497.9 | 2 | 3.8% |
| 503.7 | 2 | 3.8% |
| 419.5 | 2 | 3.8% |
| Other values (24) | 28 |
| Value | Count | Frequency (%) |
| 269.5 | 1 | |
| 349.5 | 1 | |
| 359.7 | 1 | |
| 360 | 1 | |
| 384.5 | 1 | |
| 389.4 | 2 | |
| 400.6 | 2 | |
| 405.5 | 1 | |
| 406 | 1 | |
| 408.5 | 2 |
| Value | Count | Frequency (%) |
| 514 | 1 | 1.9% |
| 503.7 | 2 | |
| 497.9 | 2 | |
| 496.3 | 4 | |
| 490.2 | 2 | |
| 490.1 | 4 | |
| 476.2 | 1 | 1.9% |
| 473.4 | 1 | 1.9% |
| 469 | 3 | |
| 468.2 | 1 | 1.9% |
Width
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 56.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 186.24151 |
| Minimum | 164.5 |
|---|---|
| Maximum | 255.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 164.5 |
|---|---|
| 5-th percentile | 166.42 |
| Q1 | 178.8 |
| median | 180.9 |
| Q3 | 193.5 |
| 95-th percentile | 203.46 |
| Maximum | 255.8 |
| Range | 91.3 |
| Interquartile range (IQR) | 14.7 |
Descriptive statistics
| Standard deviation | 14.280641 |
|---|---|
| Coefficient of variation (CV) | 0.076678078 |
| Kurtosis | 9.7171863 |
| Mean | 186.24151 |
| Median Absolute Deviation (MAD) | 8.2 |
| Skewness | 2.190216 |
| Sum | 9870.8 |
| Variance | 203.93671 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 180 | 5 | 9.4% |
| 193.5 | 4 | 7.5% |
| 196.6 | 4 | 7.5% |
| 179.1 | 3 | 5.7% |
| 193 | 3 | 5.7% |
| 207 | 2 | 3.8% |
| 197.6 | 2 | 3.8% |
| 178.8 | 2 | 3.8% |
| 196.4 | 2 | 3.8% |
| 180.5 | 2 | 3.8% |
| Other values (20) | 24 |
| Value | Count | Frequency (%) |
| 164.5 | 2 | |
| 166.3 | 1 | |
| 166.5 | 1 | |
| 172.7 | 1 | |
| 174.5 | 1 | |
| 175.2 | 2 | |
| 175.5 | 1 | |
| 176.5 | 1 | |
| 177 | 1 | |
| 178.7 | 2 |
| Value | Count | Frequency (%) |
| 255.8 | 1 | 1.9% |
| 207 | 2 | |
| 201.1 | 1 | 1.9% |
| 197.6 | 2 | |
| 196.6 | 4 | |
| 196.4 | 2 | |
| 193.5 | 4 | |
| 193 | 3 | |
| 192.8 | 1 | 1.9% |
| 192 | 1 | 1.9% |
Height
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 67.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 155.42264 |
| Minimum | 137.8 |
|---|---|
| Maximum | 191 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 137.8 |
|---|---|
| 5-th percentile | 138.02 |
| Q1 | 148.1 |
| median | 155.6 |
| Q3 | 161.5 |
| 95-th percentile | 174.4 |
| Maximum | 191 |
| Range | 53.2 |
| Interquartile range (IQR) | 13.4 |
Descriptive statistics
| Standard deviation | 11.275358 |
|---|---|
| Coefficient of variation (CV) | 0.072546434 |
| Kurtosis | 2.7714844 |
| Mean | 155.42264 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.1751044 |
| Sum | 8237.4 |
| Variance | 127.13371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 162.9 | 3 | 5.7% |
| 157 | 3 | 5.7% |
| 144 | 3 | 5.7% |
| 144.5 | 2 | 3.8% |
| 156.2 | 2 | 3.8% |
| 161.6 | 2 | 3.8% |
| 153 | 2 | 3.8% |
| 155.5 | 2 | 3.8% |
| 160.5 | 2 | 3.8% |
| 156 | 2 | 3.8% |
| Other values (26) | 30 |
| Value | Count | Frequency (%) |
| 137.8 | 1 | 1.9% |
| 137.9 | 2 | |
| 138.1 | 1 | 1.9% |
| 143 | 1 | 1.9% |
| 143.2 | 1 | 1.9% |
| 143.3 | 1 | 1.9% |
| 144 | 3 | |
| 144.5 | 2 | |
| 147.5 | 1 | 1.9% |
| 148.1 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 191 | 1 | 1.9% |
| 190 | 1 | 1.9% |
| 185.8 | 1 | 1.9% |
| 166.8 | 1 | 1.9% |
| 163.1 | 1 | 1.9% |
| 162.9 | 3 | |
| 162.6 | 2 | |
| 162.4 | 1 | 1.9% |
| 161.6 | 2 | |
| 161.5 | 1 | 1.9% |
Weight
Real number (ℝ)
| Distinct | 46 |
|---|---|
| Distinct (%) | 86.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1868.4528 |
| Minimum | 1035 |
|---|---|
| Maximum | 2710 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 1035 |
|---|---|
| 5-th percentile | 1212.2 |
| Q1 | 1530 |
| median | 1685 |
| Q3 | 2370 |
| 95-th percentile | 2635 |
| Maximum | 2710 |
| Range | 1675 |
| Interquartile range (IQR) | 840 |
Descriptive statistics
| Standard deviation | 470.88087 |
|---|---|
| Coefficient of variation (CV) | 0.25201646 |
| Kurtosis | -1.1761809 |
| Mean | 1868.4528 |
| Median Absolute Deviation (MAD) | 245 |
| Skewness | 0.34690317 |
| Sum | 99028 |
| Variance | 221728.79 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=46)
| Value | Count | Frequency (%) |
| 1535 | 3 | 5.7% |
| 1862 | 2 | 3.8% |
| 2695 | 2 | 3.8% |
| 2445 | 2 | 3.8% |
| 1502 | 2 | 3.8% |
| 1592 | 2 | 3.8% |
| 2295 | 1 | 1.9% |
| 2380 | 1 | 1.9% |
| 2370 | 1 | 1.9% |
| 1178 | 1 | 1.9% |
| Other values (36) | 36 |
| Value | Count | Frequency (%) |
| 1035 | 1 | |
| 1140 | 1 | |
| 1178 | 1 | |
| 1235 | 1 | |
| 1300 | 1 | |
| 1440 | 1 | |
| 1455 | 1 | |
| 1460 | 1 | |
| 1502 | 2 | |
| 1514 | 1 |
| Value | Count | Frequency (%) |
| 2710 | 1 | |
| 2695 | 2 | |
| 2595 | 1 | |
| 2565 | 1 | |
| 2524 | 1 | |
| 2495 | 1 | |
| 2464 | 1 | |
| 2445 | 2 | |
| 2417 | 1 | |
| 2391 | 1 |
Permissible_weight
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 35 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 8 |
| Missing (%) | 15.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2288.8444 |
| Minimum | 1310 |
|---|---|
| Maximum | 3500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 1310 |
|---|---|
| 5-th percentile | 1538 |
| Q1 | 1916 |
| median | 2119 |
| Q3 | 2870 |
| 95-th percentile | 3130 |
| Maximum | 3500 |
| Range | 2190 |
| Interquartile range (IQR) | 954 |
Descriptive statistics
| Standard deviation | 557.79603 |
|---|---|
| Coefficient of variation (CV) | 0.24370203 |
| Kurtosis | -1.0207569 |
| Mean | 2288.8444 |
| Median Absolute Deviation (MAD) | 389 |
| Skewness | 0.38710771 |
| Sum | 102998 |
| Variance | 311136.41 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 3130 | 4 | 7.5% |
| 2880 | 3 | 5.7% |
| 1530 | 2 | 3.8% |
| 1682 | 2 | 3.8% |
| 1988 | 2 | 3.8% |
| 3040 | 2 | 3.8% |
| 1730 | 2 | 3.8% |
| 2270 | 1 | 1.9% |
| 1570 | 1 | 1.9% |
| 1916 | 1 | 1.9% |
| Other values (25) | 25 | |
| (Missing) | 8 | 15.1% |
| Value | Count | Frequency (%) |
| 1310 | 1 | |
| 1530 | 2 | |
| 1570 | 1 | |
| 1682 | 2 | |
| 1730 | 2 | |
| 1770 | 1 | |
| 1855 | 1 | |
| 1870 | 1 | |
| 1916 | 1 | |
| 1918 | 1 |
| Value | Count | Frequency (%) |
| 3500 | 1 | 1.9% |
| 3130 | 4 | |
| 3040 | 2 | |
| 2940 | 1 | 1.9% |
| 2880 | 3 | |
| 2870 | 1 | 1.9% |
| 2810 | 1 | 1.9% |
| 2725 | 1 | 1.9% |
| 2670 | 1 | 1.9% |
| 2660 | 1 | 1.9% |
Capacity
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 35 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 8 |
| Missing (%) | 15.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 520.46667 |
| Minimum | 290 |
|---|---|
| Maximum | 1056 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 290 |
|---|---|
| 5-th percentile | 353.4 |
| Q1 | 440 |
| median | 486 |
| Q3 | 575 |
| 95-th percentile | 726 |
| Maximum | 1056 |
| Range | 766 |
| Interquartile range (IQR) | 135 |
Descriptive statistics
| Standard deviation | 140.68285 |
|---|---|
| Coefficient of variation (CV) | 0.27030136 |
| Kurtosis | 3.9766274 |
| Mean | 520.46667 |
| Median Absolute Deviation (MAD) | 61 |
| Skewness | 1.5630115 |
| Sum | 23421 |
| Variance | 19791.664 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 485 | 2 | 3.8% |
| 367 | 2 | 3.8% |
| 670 | 2 | 3.8% |
| 445 | 2 | 3.8% |
| 575 | 2 | 3.8% |
| 640 | 2 | 3.8% |
| 450 | 2 | 3.8% |
| 540 | 2 | 3.8% |
| 440 | 2 | 3.8% |
| 565 | 2 | 3.8% |
| Other values (25) | 25 | |
| (Missing) | 8 | 15.1% |
| Value | Count | Frequency (%) |
| 290 | 1 | |
| 342 | 1 | |
| 350 | 1 | |
| 367 | 2 | |
| 370 | 1 | |
| 412 | 1 | |
| 417 | 1 | |
| 425 | 1 | |
| 435 | 1 | |
| 440 | 2 |
| Value | Count | Frequency (%) |
| 1056 | 1 | |
| 865 | 1 | |
| 740 | 1 | |
| 670 | 2 | |
| 661 | 1 | |
| 660 | 1 | |
| 658 | 1 | |
| 640 | 2 | |
| 575 | 2 | |
| 565 | 2 |
Seats
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9056604 |
| Minimum | 2 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 6.4 |
| Maximum | 8 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.83813325 |
|---|---|
| Coefficient of variation (CV) | 0.17085024 |
| Kurtosis | 5.9868289 |
| Mean | 4.9056604 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.59003848 |
| Sum | 260 |
| Variance | 0.70246734 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 38 | |
| 4 | 10 | 18.9% |
| 7 | 2 | 3.8% |
| 2 | 1 | 1.9% |
| 8 | 1 | 1.9% |
| 6 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 2 | 1 | 1.9% |
| 4 | 10 | 18.9% |
| 5 | 38 | |
| 6 | 1 | 1.9% |
| 7 | 2 | 3.8% |
| 8 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 8 | 1 | 1.9% |
| 7 | 2 | 3.8% |
| 6 | 1 | 1.9% |
| 5 | 38 | |
| 4 | 10 | 18.9% |
| 2 | 1 | 1.9% |
Doors
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 552.0 B |
| 5.0 | |
|---|---|
| 4.0 | 4 |
| 3.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 159 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 5.0 |
| 3rd row | 5.0 |
| 4th row | 5.0 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 5.0 | 47 | |
| 4.0 | 4 | 7.5% |
| 3.0 | 2 | 3.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5.0 | 47 | |
| 4.0 | 4 | 7.5% |
| 3.0 | 2 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 53 | |
| 0 | 53 | |
| 5 | 47 | |
| 4 | 4 | 2.5% |
| 3 | 2 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 106 | |
| Other Punctuation | 53 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 53 | |
| 5 | 47 | |
| 4 | 4 | 3.8% |
| 3 | 2 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 53 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 159 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 53 | |
| 0 | 53 | |
| 5 | 47 | |
| 4 | 4 | 2.5% |
| 3 | 2 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 159 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 53 | |
| 0 | 53 | |
| 5 | 47 | |
| 4 | 4 | 2.5% |
| 3 | 2 | 1.3% |
Tire_size
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.679245 |
| Minimum | 14 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 16 |
| median | 17 |
| Q3 | 19 |
| 95-th percentile | 20 |
| Maximum | 21 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8684999 |
|---|---|
| Coefficient of variation (CV) | 0.10568889 |
| Kurtosis | -1.0562974 |
| Mean | 17.679245 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.062969919 |
| Sum | 937 |
| Variance | 3.4912917 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 19 | 11 | |
| 16 | 11 | |
| 17 | 10 | |
| 20 | 9 | |
| 18 | 4 | 7.5% |
| 15 | 4 | 7.5% |
| 21 | 2 | 3.8% |
| 14 | 2 | 3.8% |
| Value | Count | Frequency (%) |
| 14 | 2 | 3.8% |
| 15 | 4 | 7.5% |
| 16 | 11 | |
| 17 | 10 | |
| 18 | 4 | 7.5% |
| 19 | 11 | |
| 20 | 9 | |
| 21 | 2 | 3.8% |
| Value | Count | Frequency (%) |
| 21 | 2 | 3.8% |
| 20 | 9 | |
| 19 | 11 | |
| 18 | 4 | 7.5% |
| 17 | 10 | |
| 16 | 11 | |
| 15 | 4 | 7.5% |
| 14 | 2 | 3.8% |
Max_speed
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 39.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178.16981 |
| Minimum | 123 |
|---|---|
| Maximum | 261 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 123 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 150 |
| median | 160 |
| Q3 | 200 |
| 95-th percentile | 260.4 |
| Maximum | 261 |
| Range | 138 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 43.056196 |
|---|---|
| Coefficient of variation (CV) | 0.2416582 |
| Kurtosis | -0.62004925 |
| Mean | 178.16981 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.84519037 |
| Sum | 9443 |
| Variance | 1853.836 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 150 | 7 | |
| 160 | 6 | 11.3% |
| 130 | 5 | 9.4% |
| 250 | 4 | 7.5% |
| 200 | 3 | 5.7% |
| 261 | 3 | 5.7% |
| 167 | 3 | 5.7% |
| 190 | 2 | 3.8% |
| 260 | 2 | 3.8% |
| 140 | 2 | 3.8% |
| Other values (11) | 16 |
| Value | Count | Frequency (%) |
| 123 | 1 | 1.9% |
| 130 | 5 | |
| 135 | 1 | 1.9% |
| 140 | 2 | 3.8% |
| 144 | 1 | 1.9% |
| 145 | 2 | 3.8% |
| 150 | 7 | |
| 155 | 2 | 3.8% |
| 157 | 2 | 3.8% |
| 160 | 6 |
| Value | Count | Frequency (%) |
| 261 | 3 | |
| 260 | 2 | |
| 250 | 4 | |
| 233 | 1 | 1.9% |
| 225 | 1 | 1.9% |
| 210 | 2 | |
| 200 | 3 | |
| 190 | 2 | |
| 180 | 2 | |
| 167 | 3 |
Boot_capacity
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 31 |
|---|---|
| Distinct (%) | 59.6% |
| Missing | 1 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 445.09615 |
| Minimum | 171 |
|---|---|
| Maximum | 870 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 171 |
|---|---|
| 5-th percentile | 199.3 |
| Q1 | 315 |
| median | 425 |
| Q3 | 558 |
| 95-th percentile | 795.4 |
| Maximum | 870 |
| Range | 699 |
| Interquartile range (IQR) | 243 |
Descriptive statistics
| Standard deviation | 180.17848 |
|---|---|
| Coefficient of variation (CV) | 0.40480799 |
| Kurtosis | -0.12199542 |
| Mean | 445.09615 |
| Median Absolute Deviation (MAD) | 112 |
| Skewness | 0.70027513 |
| Sum | 23145 |
| Variance | 32464.285 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 660 | 3 | 5.7% |
| 260 | 3 | 5.7% |
| 615 | 3 | 5.7% |
| 425 | 3 | 5.7% |
| 315 | 2 | 3.8% |
| 488 | 2 | 3.8% |
| 250 | 2 | 3.8% |
| 435 | 2 | 3.8% |
| 745 | 2 | 3.8% |
| 857 | 2 | 3.8% |
| Other values (21) | 28 |
| Value | Count | Frequency (%) |
| 171 | 2 | |
| 185 | 1 | 1.9% |
| 211 | 1 | 1.9% |
| 250 | 2 | |
| 260 | 3 | |
| 267 | 1 | 1.9% |
| 310 | 1 | 1.9% |
| 311 | 1 | 1.9% |
| 315 | 2 | |
| 332 | 2 |
| Value | Count | Frequency (%) |
| 870 | 1 | 1.9% |
| 857 | 2 | |
| 745 | 2 | |
| 660 | 3 | |
| 656 | 1 | 1.9% |
| 615 | 3 | |
| 603 | 1 | 1.9% |
| 543 | 1 | 1.9% |
| 510 | 1 | 1.9% |
| 500 | 1 | 1.9% |
Acceleration
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 34 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 3 |
| Missing (%) | 5.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.36 |
| Minimum | 2.5 |
|---|---|
| Maximum | 13.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 2.5 |
|---|---|
| 5-th percentile | 2.98 |
| Q1 | 4.875 |
| median | 7.7 |
| Q3 | 9.375 |
| 95-th percentile | 12.12 |
| Maximum | 13.1 |
| Range | 10.6 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 2.7866299 |
|---|---|
| Coefficient of variation (CV) | 0.37861819 |
| Kurtosis | -0.69753553 |
| Mean | 7.36 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.10199939 |
| Sum | 368 |
| Variance | 7.7653061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 8.1 | 3 | 5.7% |
| 6.8 | 3 | 5.7% |
| 7.9 | 3 | 5.7% |
| 5.7 | 2 | 3.8% |
| 9.9 | 2 | 3.8% |
| 2.8 | 2 | 3.8% |
| 4 | 2 | 3.8% |
| 9.7 | 2 | 3.8% |
| 7.3 | 2 | 3.8% |
| 9 | 2 | 3.8% |
| Other values (24) | 27 | |
| (Missing) | 3 | 5.7% |
| Value | Count | Frequency (%) |
| 2.5 | 1 | |
| 2.8 | 2 | |
| 3.2 | 1 | |
| 3.3 | 1 | |
| 3.8 | 1 | |
| 4 | 2 | |
| 4.4 | 1 | |
| 4.5 | 2 | |
| 4.6 | 1 | |
| 4.8 | 1 |
| Value | Count | Frequency (%) |
| 13.1 | 1 | |
| 12.7 | 1 | |
| 12.3 | 1 | |
| 11.9 | 1 | |
| 11.6 | 1 | |
| 11.4 | 1 | |
| 9.9 | 2 | |
| 9.8 | 1 | |
| 9.7 | 2 | |
| 9.5 | 2 |
DC
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 113.50943 |
| Minimum | 22 |
|---|---|
| Maximum | 270 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 38.8 |
| Q1 | 100 |
| median | 100 |
| Q3 | 150 |
| 95-th percentile | 243 |
| Maximum | 270 |
| Range | 248 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 57.16697 |
|---|---|
| Coefficient of variation (CV) | 0.50363188 |
| Kurtosis | 1.5193799 |
| Mean | 113.50943 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 0.9575207 |
| Sum | 6016 |
| Variance | 3268.0624 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 100 | 19 | |
| 150 | 14 | |
| 50 | 7 | 13.2% |
| 270 | 3 | 5.7% |
| 110 | 2 | 3.8% |
| 40 | 2 | 3.8% |
| 22 | 2 | 3.8% |
| 125 | 2 | 3.8% |
| 37 | 1 | 1.9% |
| 225 | 1 | 1.9% |
| Value | Count | Frequency (%) |
| 22 | 2 | 3.8% |
| 37 | 1 | 1.9% |
| 40 | 2 | 3.8% |
| 50 | 7 | 13.2% |
| 100 | 19 | |
| 110 | 2 | 3.8% |
| 125 | 2 | 3.8% |
| 150 | 14 | |
| 225 | 1 | 1.9% |
| 270 | 3 | 5.7% |
| Value | Count | Frequency (%) |
| 270 | 3 | 5.7% |
| 225 | 1 | 1.9% |
| 150 | 14 | |
| 125 | 2 | 3.8% |
| 110 | 2 | 3.8% |
| 100 | 19 | |
| 50 | 7 | 13.2% |
| 40 | 2 | 3.8% |
| 37 | 1 | 1.9% |
| 22 | 2 | 3.8% |
Energy_consumption
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 40 |
|---|---|
| Distinct (%) | 90.9% |
| Missing | 9 |
| Missing (%) | 17.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.994318 |
| Minimum | 13.1 |
|---|---|
| Maximum | 28.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 552.0 B |
Quantile statistics
| Minimum | 13.1 |
|---|---|
| 5-th percentile | 14.045 |
| Q1 | 15.6 |
| median | 17.05 |
| Q3 | 23.5 |
| 95-th percentile | 27.005 |
| Maximum | 28.2 |
| Range | 15.1 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 4.4182525 |
|---|---|
| Coefficient of variation (CV) | 0.23260917 |
| Kurtosis | -0.9696165 |
| Mean | 18.994318 |
| Median Absolute Deviation (MAD) | 1.75 |
| Skewness | 0.69732052 |
| Sum | 835.75 |
| Variance | 19.520955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 16.5 | 2 | 3.8% |
| 15.9 | 2 | 3.8% |
| 15.4 | 2 | 3.8% |
| 15.6 | 2 | 3.8% |
| 25.1 | 1 | 1.9% |
| 16.65 | 1 | 1.9% |
| 17.6 | 1 | 1.9% |
| 16.4 | 1 | 1.9% |
| 23.4 | 1 | 1.9% |
| 24.1 | 1 | 1.9% |
| Other values (30) | 30 | |
| (Missing) | 9 | 17.0% |
| Value | Count | Frequency (%) |
| 13.1 | 1 | |
| 13.8 | 1 | |
| 14 | 1 | |
| 14.3 | 1 | |
| 14.5 | 1 | |
| 15 | 1 | |
| 15.3 | 1 | |
| 15.4 | 2 | |
| 15.45 | 1 | |
| 15.6 | 2 |
| Value | Count | Frequency (%) |
| 28.2 | 1 | |
| 27.55 | 1 | |
| 27.2 | 1 | |
| 25.9 | 1 | |
| 25.2 | 1 | |
| 25.1 | 1 | |
| 24.85 | 1 | |
| 24.45 | 1 | |
| 24.1 | 1 | |
| 23.85 | 1 |
| Price | Power | Torque | Battery | Range | Wheelbase | Length | Width | Height | Weight | Permissible_weight | Capacity | Seats | Tire_size | Max_speed | Boot_capacity | Acceleration | DC | Energy_consumption | CAR | Make | Model | Brakes | Drive | Doors | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Price | 1.000 | 0.900 | 0.853 | 0.854 | 0.663 | 0.855 | 0.871 | 0.872 | 0.159 | 0.856 | 0.817 | 0.709 | 0.185 | 0.851 | 0.868 | 0.743 | -0.841 | 0.857 | 0.616 | 1.000 | 0.202 | 1.000 | 0.000 | 0.603 | 0.530 |
| Power | 0.900 | 1.000 | 0.925 | 0.874 | 0.767 | 0.783 | 0.833 | 0.817 | 0.014 | 0.834 | 0.771 | 0.567 | 0.153 | 0.893 | 0.937 | 0.670 | -0.960 | 0.853 | 0.550 | 1.000 | 0.054 | 1.000 | 0.000 | 0.704 | 0.529 |
| Torque | 0.853 | 0.925 | 1.000 | 0.806 | 0.649 | 0.774 | 0.830 | 0.813 | 0.065 | 0.833 | 0.737 | 0.570 | 0.236 | 0.820 | 0.899 | 0.689 | -0.867 | 0.848 | 0.526 | 1.000 | 0.238 | 1.000 | 0.287 | 0.590 | 0.423 |
| Battery | 0.854 | 0.874 | 0.806 | 1.000 | 0.852 | 0.831 | 0.853 | 0.825 | 0.200 | 0.875 | 0.847 | 0.629 | 0.324 | 0.776 | 0.838 | 0.781 | -0.835 | 0.838 | 0.637 | 1.000 | 0.548 | 1.000 | 0.523 | 0.700 | 0.410 |
| Range | 0.663 | 0.767 | 0.649 | 0.852 | 1.000 | 0.605 | 0.613 | 0.649 | 0.020 | 0.601 | 0.541 | 0.391 | 0.226 | 0.699 | 0.809 | 0.536 | -0.739 | 0.688 | 0.212 | 1.000 | 0.383 | 1.000 | 0.491 | 0.440 | 0.314 |
| Wheelbase | 0.855 | 0.783 | 0.774 | 0.831 | 0.605 | 1.000 | 0.941 | 0.845 | 0.318 | 0.914 | 0.925 | 0.833 | 0.473 | 0.697 | 0.725 | 0.918 | -0.705 | 0.763 | 0.679 | 1.000 | 0.572 | 1.000 | 0.789 | 0.748 | 0.474 |
| Length | 0.871 | 0.833 | 0.830 | 0.853 | 0.613 | 0.941 | 1.000 | 0.847 | 0.183 | 0.921 | 0.915 | 0.818 | 0.376 | 0.706 | 0.787 | 0.902 | -0.794 | 0.839 | 0.712 | 1.000 | 0.601 | 1.000 | 0.681 | 0.621 | 0.553 |
| Width | 0.872 | 0.817 | 0.813 | 0.825 | 0.649 | 0.845 | 0.847 | 1.000 | 0.158 | 0.812 | 0.804 | 0.719 | 0.308 | 0.800 | 0.830 | 0.755 | -0.729 | 0.825 | 0.501 | 1.000 | 0.609 | 1.000 | 0.604 | 0.585 | 0.428 |
| Height | 0.159 | 0.014 | 0.065 | 0.200 | 0.020 | 0.318 | 0.183 | 0.158 | 1.000 | 0.353 | 0.417 | 0.414 | 0.505 | 0.151 | -0.061 | 0.390 | 0.113 | -0.023 | 0.255 | 1.000 | 0.487 | 1.000 | 0.000 | 0.446 | 0.560 |
| Weight | 0.856 | 0.834 | 0.833 | 0.875 | 0.601 | 0.914 | 0.921 | 0.812 | 0.353 | 1.000 | 0.962 | 0.714 | 0.440 | 0.735 | 0.738 | 0.865 | -0.751 | 0.824 | 0.719 | 1.000 | 0.423 | 1.000 | 0.738 | 0.574 | 0.501 |
| Permissible_weight | 0.817 | 0.771 | 0.737 | 0.847 | 0.541 | 0.925 | 0.915 | 0.804 | 0.417 | 0.962 | 1.000 | 0.752 | 0.378 | 0.656 | 0.686 | 0.896 | -0.711 | 0.802 | 0.736 | 1.000 | 0.451 | 1.000 | 0.505 | 0.679 | 0.624 |
| Capacity | 0.709 | 0.567 | 0.570 | 0.629 | 0.391 | 0.833 | 0.818 | 0.719 | 0.414 | 0.714 | 0.752 | 1.000 | 0.260 | 0.496 | 0.579 | 0.805 | -0.512 | 0.632 | 0.593 | 1.000 | 0.345 | 1.000 | 0.000 | 0.580 | 0.331 |
| Seats | 0.185 | 0.153 | 0.236 | 0.324 | 0.226 | 0.473 | 0.376 | 0.308 | 0.505 | 0.440 | 0.378 | 0.260 | 1.000 | 0.094 | 0.104 | 0.457 | -0.057 | 0.215 | 0.208 | 1.000 | 0.384 | 1.000 | 0.348 | 0.114 | 0.605 |
| Tire_size | 0.851 | 0.893 | 0.820 | 0.776 | 0.699 | 0.697 | 0.706 | 0.800 | 0.151 | 0.735 | 0.656 | 0.496 | 0.094 | 1.000 | 0.861 | 0.599 | -0.824 | 0.748 | 0.346 | 1.000 | 0.394 | 1.000 | 0.532 | 0.580 | 0.153 |
| Max_speed | 0.868 | 0.937 | 0.899 | 0.838 | 0.809 | 0.725 | 0.787 | 0.830 | -0.061 | 0.738 | 0.686 | 0.579 | 0.104 | 0.861 | 1.000 | 0.601 | -0.923 | 0.879 | 0.398 | 1.000 | 0.411 | 1.000 | 0.484 | 0.632 | 0.293 |
| Boot_capacity | 0.743 | 0.670 | 0.689 | 0.781 | 0.536 | 0.918 | 0.902 | 0.755 | 0.390 | 0.865 | 0.896 | 0.805 | 0.457 | 0.599 | 0.601 | 1.000 | -0.651 | 0.657 | 0.661 | 1.000 | 0.436 | 1.000 | 0.419 | 0.545 | 0.437 |
| Acceleration | -0.841 | -0.960 | -0.867 | -0.835 | -0.739 | -0.705 | -0.794 | -0.729 | 0.113 | -0.751 | -0.711 | -0.512 | -0.057 | -0.824 | -0.923 | -0.651 | 1.000 | -0.815 | -0.603 | 1.000 | 0.286 | 1.000 | 0.462 | 0.553 | 0.273 |
| DC | 0.857 | 0.853 | 0.848 | 0.838 | 0.688 | 0.763 | 0.839 | 0.825 | -0.023 | 0.824 | 0.802 | 0.632 | 0.215 | 0.748 | 0.879 | 0.657 | -0.815 | 1.000 | 0.620 | 1.000 | 0.591 | 1.000 | 0.778 | 0.593 | 0.686 |
| Energy_consumption | 0.616 | 0.550 | 0.526 | 0.637 | 0.212 | 0.679 | 0.712 | 0.501 | 0.255 | 0.719 | 0.736 | 0.593 | 0.208 | 0.346 | 0.398 | 0.661 | -0.603 | 0.620 | 1.000 | 1.000 | 0.382 | 1.000 | 0.000 | 0.592 | 0.335 |
| CAR | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Make | 0.202 | 0.054 | 0.238 | 0.548 | 0.383 | 0.572 | 0.601 | 0.609 | 0.487 | 0.423 | 0.451 | 0.345 | 0.384 | 0.394 | 0.411 | 0.436 | 0.286 | 0.591 | 0.382 | 1.000 | 1.000 | 1.000 | 0.800 | 0.720 | 0.724 |
| Model | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Brakes | 0.000 | 0.000 | 0.287 | 0.523 | 0.491 | 0.789 | 0.681 | 0.604 | 0.000 | 0.738 | 0.505 | 0.000 | 0.348 | 0.532 | 0.484 | 0.419 | 0.462 | 0.778 | 0.000 | 1.000 | 0.800 | 1.000 | 1.000 | 0.462 | 0.132 |
| Drive | 0.603 | 0.704 | 0.590 | 0.700 | 0.440 | 0.748 | 0.621 | 0.585 | 0.446 | 0.574 | 0.679 | 0.580 | 0.114 | 0.580 | 0.632 | 0.545 | 0.553 | 0.593 | 0.592 | 1.000 | 0.720 | 1.000 | 0.462 | 1.000 | 0.234 |
| Doors | 0.530 | 0.529 | 0.423 | 0.410 | 0.314 | 0.474 | 0.553 | 0.428 | 0.560 | 0.501 | 0.624 | 0.331 | 0.605 | 0.153 | 0.293 | 0.437 | 0.273 | 0.686 | 0.335 | 1.000 | 0.724 | 1.000 | 0.132 | 0.234 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| CAR | Make | Model | Price | Power | Torque | Brakes | Drive | Battery | Range | Wheelbase | Length | Width | Height | Weight | Permissible_weight | Capacity | Seats | Doors | Tire_size | Max_speed | Boot_capacity | Acceleration | DC | Energy_consumption | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Audi e-tron 55 quattro | Audi | e-tron 55 quattro | 345700.0 | 360.0 | 664.0 | disc (front + rear) | 4WD | 95.0 | 438.0 | 292.8 | 490.1 | 193.5 | 162.9 | 2565.0 | 3130.0 | 640.0 | 5.0 | 5.0 | 19.0 | 200.0 | 660.0 | 5.7 | 150.0 | 24.45 |
| 1 | Audi e-tron 50 quattro | Audi | e-tron 50 quattro | 308400.0 | 313.0 | 540.0 | disc (front + rear) | 4WD | 71.0 | 340.0 | 292.8 | 490.1 | 193.5 | 162.9 | 2445.0 | 3040.0 | 670.0 | 5.0 | 5.0 | 19.0 | 190.0 | 660.0 | 6.8 | 150.0 | 23.80 |
| 2 | Audi e-tron S quattro | Audi | e-tron S quattro | 414900.0 | 503.0 | 973.0 | disc (front + rear) | 4WD | 95.0 | 364.0 | 292.8 | 490.2 | 197.6 | 162.9 | 2695.0 | 3130.0 | 565.0 | 5.0 | 5.0 | 20.0 | 210.0 | 660.0 | 4.5 | 150.0 | 27.55 |
| 3 | Audi e-tron Sportback 50 quattro | Audi | e-tron Sportback 50 quattro | 319700.0 | 313.0 | 540.0 | disc (front + rear) | 4WD | 71.0 | 346.0 | 292.8 | 490.1 | 193.5 | 161.6 | 2445.0 | 3040.0 | 640.0 | 5.0 | 5.0 | 19.0 | 190.0 | 615.0 | 6.8 | 150.0 | 23.30 |
| 4 | Audi e-tron Sportback 55 quattro | Audi | e-tron Sportback 55 quattro | 357000.0 | 360.0 | 664.0 | disc (front + rear) | 4WD | 95.0 | 447.0 | 292.8 | 490.1 | 193.5 | 161.6 | 2595.0 | 3130.0 | 670.0 | 5.0 | 5.0 | 19.0 | 200.0 | 615.0 | 5.7 | 150.0 | 23.85 |
| 5 | Audi e-tron Sportback S quattro | Audi | e-tron Sportback S quattro | 426200.0 | 503.0 | 973.0 | disc (front + rear) | 4WD | 95.0 | 369.0 | 292.8 | 490.2 | 197.6 | 161.5 | 2695.0 | 3130.0 | 565.0 | 5.0 | 5.0 | 20.0 | 210.0 | 615.0 | 4.5 | 150.0 | 27.20 |
| 6 | BMW i3 | BMW | i3 | 169700.0 | 170.0 | 250.0 | disc (front + rear) | 2WD (rear) | 42.2 | 359.0 | 257.0 | 400.6 | 179.1 | 157.0 | 1440.0 | 1730.0 | 440.0 | 4.0 | 5.0 | 19.0 | 160.0 | 260.0 | 8.1 | 50.0 | 13.10 |
| 7 | BMW i3s | BMW | i3s | 184200.0 | 184.0 | 270.0 | disc (front + rear) | 2WD (rear) | 42.2 | 345.0 | 257.0 | 400.6 | 179.1 | 159.0 | 1460.0 | 1730.0 | 440.0 | 4.0 | 5.0 | 20.0 | 160.0 | 260.0 | 6.9 | 50.0 | 14.30 |
| 8 | BMW iX3 | BMW | iX3 | 282900.0 | 286.0 | 400.0 | disc (front + rear) | 2WD (rear) | 80.0 | 460.0 | 286.4 | 473.4 | 189.1 | 166.8 | 2260.0 | 2725.0 | 540.0 | 5.0 | 5.0 | 19.0 | 180.0 | 510.0 | 6.8 | 150.0 | 18.80 |
| 9 | Citroën ë-C4 | Citroën | ë-C4 | 125000.0 | 136.0 | 260.0 | disc (front + rear) | 2WD (front) | 50.0 | 350.0 | 266.7 | 435.4 | 180.0 | 152.2 | 1541.0 | 2000.0 | 459.0 | 5.0 | 5.0 | 16.0 | 150.0 | 380.0 | 9.5 | 100.0 | NaN |
| CAR | Make | Model | Price | Power | Torque | Brakes | Drive | Battery | Range | Wheelbase | Length | Width | Height | Weight | Permissible_weight | Capacity | Seats | Doors | Tire_size | Max_speed | Boot_capacity | Acceleration | DC | Energy_consumption | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43 | Tesla Model S Performance | Tesla | Model S Performance | 443990.0 | 772.0 | 1140.0 | disc (front + rear) | 4WD | 100.0 | 639.0 | 296.0 | 497.9 | 196.4 | 144.5 | 2417.0 | NaN | NaN | 5.0 | 5.0 | 21.0 | 261.0 | 745.0 | 2.5 | 150.0 | NaN |
| 44 | Tesla Model X Long Range Plus | Tesla | Model X Long Range Plus | 407990.0 | 525.0 | 755.0 | disc (front + rear) | 4WD | 100.0 | 561.0 | 296.5 | 503.7 | 207.0 | 162.6 | 2464.0 | NaN | NaN | 7.0 | 5.0 | 20.0 | 250.0 | 857.0 | 4.6 | 150.0 | NaN |
| 45 | Tesla Model X Performance | Tesla | Model X Performance | 482990.0 | 772.0 | 1140.0 | disc (front + rear) | 4WD | 100.0 | 548.0 | 296.5 | 503.7 | 207.0 | 162.6 | 2524.0 | NaN | NaN | 7.0 | 5.0 | 20.0 | 261.0 | 857.0 | 2.8 | 150.0 | NaN |
| 46 | Volkswagen e-up! | Volkswagen | e-up! | 97990.0 | 83.0 | 210.0 | disc (front) + drum (rear) | 2WD (front) | 32.3 | 258.0 | 241.7 | 360.0 | 164.5 | 149.2 | 1235.0 | 1530.0 | 370.0 | 4.0 | 5.0 | 14.0 | 130.0 | 250.0 | 11.9 | 40.0 | 14.0 |
| 47 | Volkswagen ID.3 Pro Performance | Volkswagen | ID.3 Pro Performance | 155890.0 | 204.0 | 310.0 | disc (front) + drum (rear) | 2WD (rear) | 58.0 | 425.0 | 277.0 | 426.1 | 180.9 | 156.8 | 1805.0 | 2270.0 | 540.0 | 5.0 | 5.0 | 18.0 | 160.0 | 385.0 | 7.3 | 100.0 | 15.4 |
| 48 | Volkswagen ID.3 Pro S | Volkswagen | ID.3 Pro S | 179990.0 | 204.0 | 310.0 | disc (front) + drum (rear) | 2WD (rear) | 77.0 | 549.0 | 277.0 | 426.1 | 180.9 | 156.8 | 1934.0 | 2280.0 | 412.0 | 5.0 | 5.0 | 19.0 | 160.0 | 385.0 | 7.9 | 125.0 | 15.9 |
| 49 | Volkswagen ID.4 1st | Volkswagen | ID.4 1st | 202390.0 | 204.0 | 310.0 | disc (front) + drum (rear) | 2WD (rear) | 77.0 | 500.0 | 277.1 | 458.4 | 185.2 | 163.1 | 2124.0 | 2660.0 | 661.0 | 5.0 | 5.0 | 20.0 | 160.0 | 543.0 | 8.5 | 125.0 | 18.0 |
| 50 | Citroën ë-Spacetourer (M) | Citroën | ë-Spacetourer (M) | 215400.0 | 136.0 | 260.0 | disc (front + rear) | 2WD (front) | 50.0 | 230.0 | 327.5 | 459.9 | 192.0 | 190.0 | 1969.0 | 2810.0 | 1056.0 | 8.0 | 5.0 | 16.0 | 130.0 | 603.0 | 13.1 | 100.0 | 25.2 |
| 51 | Mercedes-Benz EQV (long) | Mercedes-Benz | EQV (long) | 339480.0 | 204.0 | 362.0 | NaN | 2WD (front) | 90.0 | 356.0 | 320.0 | 514.0 | 192.8 | 191.0 | 2710.0 | 3500.0 | 865.0 | 6.0 | 5.0 | 17.0 | 160.0 | NaN | NaN | 110.0 | 28.2 |
| 52 | Nissan e-NV200 evalia | Nissan | e-NV200 evalia | 164328.0 | 109.0 | 254.0 | disc (front + rear) | 2WD (front) | 40.0 | 200.0 | 272.5 | 456.0 | 175.5 | 185.8 | 1592.0 | 2250.0 | 658.0 | 5.0 | 5.0 | 15.0 | 123.0 | 870.0 | NaN | 50.0 | 25.9 |